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Temporal Convolutional NNetwork to predict behavioral data (EMG / kinematics) from neural recordings

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monkeyTCN

Temporal Convolutional Network to predict behavioral data (EMG / kinematics) from neural recordings.

Usage

python *_test.py This command will train a model on monkey neural data to decode the EMG activity of a sample muscle, with our default parameters, save the model, and print crossvalidated VAF of the reconstructed signal. Default parameters can be seen in *_test.py.

Compatibility

Only works on Python 2.x, although most of it is Python 3.x compatible.

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Temporal Convolutional NNetwork to predict behavioral data (EMG / kinematics) from neural recordings

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